{"id":"W7116929019","doi":"10.1002/alz70861_108703","title":"Saliva Sampling and Testing Strategies for Screening AD Biomarkers Using a Portable Antibody Functionalized Bioanalyzer Platform","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Carleton University","funders":"","keywords":"Saliva; Sampling (signal processing); Antibody; Clinical trial; Amyloid (mycology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008962183,0.001041308,0.000465581,0.0007794983,0.00031448,0.0007440074,0.001086956,0.001189452,0.002305864],"category_scores_gemma":[0.0007540973,0.0004918698,0.00058016,0.0003203145,0.0004169072,0.0006929636,0.0007557502,0.0008000004,0.001978121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369229,"about_ca_system_score_gemma":0.0004415599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004822366,"about_ca_topic_score_gemma":0.0009834915,"domain_scores_codex":[0.9992155,0.0001108802,0.00004702777,0.0002160985,0.0003501379,0.00006036677],"domain_scores_gemma":[0.9997376,0.00005987037,0.00004562614,0.00003315374,0.00009648182,0.00002723378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000126905,0.00008186379,0.001121575,0.0002326152,0.00002235665,0.0001309615,0.00008693768,0.0002354135,0.9799777,0.0003068298,0.0005671837,0.01710972],"study_design_scores_gemma":[0.00002590634,0.0009160053,0.00465075,0.00006214489,0.00009668142,0.001181507,0.000146895,0.005555133,0.9743498,0.000544692,0.01241096,0.00005956199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389346,0.01400071,0.4264492,0.001746082,0.0007248413,0.00255789,0.002506056,0.003243705,0.00983688],"genre_scores_gemma":[0.6771821,0.005835183,0.2995075,0.001390578,0.0002474852,0.002241644,0.001516989,0.0001401642,0.01193833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305864,"threshold_uncertainty_score":0.007713914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008557683612072,"score_gpt":0.3530457429078591,"score_spread":0.2521899745466519,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}